Apply randomization in KNN to make the adversary harder to attack the classifier.
Hui YuPatrick P. K. ChanWing W. Y. NgDaniel S. YeungPublished in: ICMLC (2010)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- knn classifier
- classification method
- nearest neighbor
- k nearest
- feature selection
- support vector machine
- knn classification
- knn algorithm
- text categorization
- majority voting
- similarity search
- nearest neighbour
- distance function
- nearest neighbor algorithm
- support vector machine svm
- training data
- neural network
- text classification
- feature reduction
- decision trees
- privacy preserving
- feature set
- test instances
- learning algorithm
- class labels
- artificial neural networks
- training set
- support vector